MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37151
waddou
mcp-noticiel Claim
Exposes the Noticiel product manual catalog to AI agents via the Model Context …
— ○ ⏳ — — — — — —
37152
freefish1218
Transform any local file into AI-optimized markdown format for seamless integra…
— ○ ⏳ — N/A N/A — — —
37153
IlyasKhallouki
hypruse Claim
Computer use for Hyprland: semantic desktop state over IPC, plus vision and nat…
— ○ ⏳ — N/A N/A — — —
37154
ddavidgao
resume-mcp Claim
MCP server for maintaining a professional profile database and generating tailo…
— ○ ⏳ — N/A N/A — — —
37155
MyAI4
Provides AI coding agents with persistent, traceable memory across projects by …
— ○ ⏳ — N/A N/A — — —
37156
fingersaiofficial
fingers Claim
The honest trust index for x402: check who you're paying before your agent pays.
— ○ ⏳ — — — — — —
37157
Rachidhssin
A secure MCP server that gives AI coding assistants direct access to the shadcn…
— ○ ⏳ — N/A N/A — — —
37158
benzin8
Allows invoking Claude in Telegram chats via inline mentions or business bot, w…
— ○ ⏳ — N/A N/A — — —
37159
luis.ticas1
vsfclub1 Claim
— ○ ⏳ — N/A N/A — 95 —
37160
Jwrede
tokentoll Claim
Scan codebases for LLM API calls and estimate monthly costs. Compare costs betw…
— ○ ⏳ — N/A N/A — — —
37161
Gernika-Labs
mcp Claim
Score agent manifests, generate CI workflows, and pull Clarx scan findings into…
— ○ ⏳ — N/A N/A — — —
37162
localgov-jp
mcp-server Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
— ○ ⏳ — — — — — —
37163
runpod
RunPod Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
— ○ ⏳ — N/A N/A — 95 —
37164
pipeworx-io
Enables querying Glasgow City Council GIS open geospatial datasets (parcels, zo…
— ○ ⏳ — — — — — —
37165
DolphinQuant
echolon Claim
A Python backtest framework for futures research, designed from the start to be…
— ○ ⏳ — N/A N/A — — —
37166
Renacerpsicologico
Solo lectura: tarifa vigente, colegiación del equipo y hubs del blog clínico de…
— ○ ⏳ — — — — — —
37167
imjeremyadams
Enables AI assistants to manage social media through Sooshie, including schedul…
— ○ ⏳ — — — — — —
37168
danielcamposramos
respec-mcp Claim
A stdio MCP server that wraps ReSpec rendering with repo-local profiles, enabli…
— ○ ⏳ — N/A N/A — — —
37169
yclenove
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
— ○ ⏳ — — — — — —
37170
fischperson0000000
GetMyCert Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
— ○ ⏳ — — — — — —
37171
universal-mcp
Provides a standardized MCP interface for interacting with Crustdata's tools an…
— ○ ⏳ — — — — — —
37172
edum-compassuol
Enables AI tools to query Brazilian addresses by CEP or search CEPs by address …
— ○ ⏳ — N/A N/A — — —
37173
Byggarepop
TokenSaver Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
— ○ ⏳ — N/A N/A — — —
37174
shinypebble
An MCP server for the OpenAI Ads (ChatGPT Ads) Advertiser API, providing tools …
— ○ ⏳ — — — — — —
37175
fb0sh
mcptools Claim
An MCP server providing built-in system info and nmap network scanning tools, w…
— ○ ⏳ — — — — — —
37176
new-village
Provides tools to search for people using registered business cards and the pub…
— ○ ⏳ — N/A N/A — — —
37177
RN0000
Enables AI assistants to search and retrieve metadata and download links for CC…
— ○ ⏳ — — — — — —
37178
christopher-czaban
An open-source MCP server enabling AI assistants to interact with the Motion AP…
— ○ ⏳ — — — — — —
37179
9KMan
MCP Server Claim
Enables natural-language querying of structured data via Model Context Protocol…
— ○ ⏳ — — — — — —
37180
BigUncle
A high-performance speech recognition MCP server based on Faster Whisper, provi…
— ○ ⏳ — N/A N/A — — —
37181
Navoren
An MCP server that provides structured, AI-powered guidance for LeetCode proble…
— ○ ⏳ — N/A N/A — — —
37182
verysleepylemon
unity-mcp Claim
The first Model Context Protocol server for Unity projects. It gives AI assista…
— ○ ⏳ — N/A N/A — — —
37183
atmflow55
datafood-mcp Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
— ○ ⏳ — — — — — —
37184
epodivilov
A Model Context Protocol (MCP) server that provides comprehensive access to Gar…
— ○ ⏳ — — — — — —
37185
RNVizion
A complete color workflow over MCP: mix, convert, harmonize, measure, and remem…
— ○ ⏳ — — — — — —
37186
shashankboosi
Enables creation and deployment of MCP servers on Cloudflare Workers, with loca…
— ○ ⏳ — — — — — —
37187
tools-for-agents
anvil Claim
A throwaway Docker sandbox for agents to run code and shell commands safely.
— ○ ⏳ — N/A N/A — — —
37188
Xquik-dev
tweetclaw Claim
OpenClaw plugin to search tweets, search replies, post tweets, export followers…
— ○ ⏳ — N/A N/A — — —
37189
Cicatriiz
Enables timezone conversion, astronomical calculations, and date utilities thro…
— ○ ⏳ — N/A N/A — — —
37190
RajeevAtla
dexMCP Claim
A Model Context Protocol server that wraps pypokedex to provide Pokemon data to…
— ○ ⏳ — — — — — —
37191
duwancontacto
MCP-WEATHER Claim
Provides weather information for any city using the Open-Meteo API, deployed vi…
— ○ ⏳ — — — — — —
37192
usecortex
Provides tools for storing, searching, and managing memories with knowledge-gra…
— ○ ⏳ — N/A N/A — — —
37193
gtfierro
rdf-mcp Claim
MCP servers for querying Brick and 223P ontologies, enabling abbreviation expan…
— ○ ⏳ — — — — — —
37194
ajnx
Provides current date, time, and datetime with optional timezone support (local…
— ○ ⏳ — N/A N/A — — —
37195
tangled-mcp Claim 2
MCP server for Tangled git platform. Manage repositories, branches, and issues …
— ○ — N/A N/A — 81 —
37196
Docuplete
Docuplete automates document completion for businesses — PDF templates, client …
— ○ ⏳ — — — — — —
37197
bkichler
monarch-mcp Claim
MCP server that bridges Claude to Monarch Money for personal-finance analysis a…
— ○ ⏳ — — — — — —
37198
sdhilip200
Provides tools to search stops, get next departures, and retrieve service alert…
— ○ ⏳ — — — — — —
37199
bpzx
MCP server for web page fetching (converting to Markdown/text with automatic fa…
— ○ ⏳ — — — — — —
37200
davidlinjiahao
plaud-mcp Claim
Enables querying Plaud AI recordings, transcripts, and summaries through the Pl…
— ○ ⏳ — N/A N/A — — —
Showing 37151–37200 of 69419 servers
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